{"id":"W3131141844","doi":"10.1245/s10434-021-09619-2","title":"Development and Psychometric Validation of the BREAST-Q Animation Deformity Scale for Women Undergoing an Implant-Based Breast Reconstruction After Mastectomy","year":2021,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; Juravinski Cancer Centre; McMaster University","funders":"Plastic Surgery Foundation","keywords":"Intraclass correlation; Medicine; Rasch model; Cronbach's alpha; Mastectomy; Breast reconstruction; Breast cancer; Quality of life (healthcare); Deformity; Scale (ratio); Patient-reported outcome; Psychometrics; Physical therapy; Medical physics; Clinical psychology; Surgery; Psychology; Developmental psychology; Internal medicine; Cancer; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004243483,0.0001041311,0.0003467159,0.0001758924,0.00006720888,0.000007734398,0.00003736369,0.0001704113,0.00007261638],"category_scores_gemma":[0.000009410145,0.00007380795,0.00008223859,0.000351113,0.0001188524,0.0001373221,0.00002109802,0.00009363347,7.993272e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006952045,"about_ca_system_score_gemma":0.0003718438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006947007,"about_ca_topic_score_gemma":0.00003752661,"domain_scores_codex":[0.9989228,0.0001004503,0.000432167,0.0001995963,0.0001481218,0.0001969213],"domain_scores_gemma":[0.9990181,0.0001541187,0.0002574447,0.0001225884,0.0003435869,0.0001041962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002048589,0.000281007,0.04689372,0.0003021101,0.00006395724,0.000005598957,0.000166905,0.000005270103,0.001432424,0.00007055647,0.00001609121,0.9487138],"study_design_scores_gemma":[0.008874306,0.00109248,0.5812464,0.000516846,0.0001444125,0.2706943,0.001426313,0.0003880056,0.1279137,0.0008920397,0.006478504,0.000332731],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972172,0.00004227876,0.0002543784,0.001580039,0.0002535545,0.0002513857,0.00006166697,0.00001299204,0.0003265243],"genre_scores_gemma":[0.9967206,0.00004718645,0.002971651,0.00004662824,0.00007638124,0.00003675625,0.00005125561,0.000008265398,0.00004130652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.948381,"threshold_uncertainty_score":0.3009801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04236155848834055,"score_gpt":0.3146008568219398,"score_spread":0.2722392983335992,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}